Items are the objects, products, documents, services, or entities that a recommendation, search, or machine learning system processes. In recommender systems, items are the things that may be ranked, suggested, selected, or evaluated for users.
In a recommendation system, the entities that a system recommends. For example, videos are the items that a video store recommends, while books are the items that a bookstore recommends.